Title :
Spatially adaptive fuzzy filter for image processing
Author :
Haixiang Xu ; Guangxi Zhu ; Fuyuan Peng ; Haijun Gao
fDate :
31 Aug.-4 Sept. 2004
Abstract :
A spatially adaptive fuzzy filter is presented that adopts a fuzzy logic approach for the restoration of images corrupted by impulse noise based on local spatial structure information. Simulation results show that the proposed filter provides better performance than many of the existing filters. In particular it can successfully preserve thin lines and other detail features.
Keywords :
adaptive filters; fuzzy logic; image processing; image restoration; impulse noise; fuzzy logic approach; image processing; image restoration; impulse noise; spatial structure information; spatially adaptive fuzzy filter; Adaptive filters; Fuzzy logic; Gray-scale; Image edge detection; Image processing; Image restoration; Information filtering; Information filters; Object recognition; Pixel;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1441508
